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Research of Vehicle Scheduling Problem Based on Ant Colony Algorithm

Author: HuWenZuo
Tutor: ZhangXiaoFang
School: Huazhong University of Science and Technology
Course: Computer technology
Keywords: Modern logistics vehicle scheduling problems ant colony algorithm heuristic algorithm
CLC: TP301.6
Type: Master's thesis
Year: 2011
Downloads: 25
Quote: 0
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Abstract


Modern logistics is considered to be the third profit fountainhead of the enterprises after the reduction of production costs and raising labor productivity. Especially in China, with advanced manufacturing, reducing the transportation costs on the premise of clients’ demand being satisfied has been the hot researching topic around relevant majors.Traditional vehicle scheduling algorithm is mostly used to solve smaller problems and it’s no longer effective when it comes to the modern complicate clients network which calls for large range transportation. Modern optimal scheduling algorithm has gradually been the main method in the modern logistics, one of which ant colony algorithm is a new kind of bionic algorithm which people get inspiration from the ants seeking food. With the advantages of self organization, parallelism, positive feedback and robustness, ant colony algorithm is a product of vehicle scheduling algorithm developing for Intellectualization.Analyzing the advantages of the ant colony algorithm solving vehicle scheduling problems of modern enterprises through comparison with the traditional algorithm and putting forward improved methods to make up for precocity and slow convergence speed, this paper will be of some theoretical and practical value to the development of modern logistics.

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CLC: > Industrial Technology > Automation technology,computer technology > Computing technology,computer technology > General issues > Theories, methods > Algorithm Theory
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